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| Criterion |  UX Research Customer Journey Mapping |  Operations After-Action Review |  Agile Sprint Retrospective |  Operations Learning Review |
|---|---|---|---|---|
Purposedifferent | When a user journey falls apart across many touchpoints, customer journey mapping makes the experience visible as a coherent arc. Phases, emotions, and breaks become legible enough to prioritize critical moments deliberately. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. | When a sprint is over and friction shouldn't simply be carried forward, it opens the view onto collaboration and patterns. It creates space to see causes and changes together. | After a project phase with mixed results, the method makes learning from the individual case reusable. It connects events, decisions, and systemic conditions into robust insights. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 2-4 h | 20-45 min | Up to 3 hours for a one-month Sprint; shorter Sprints are usually shorter | 1-3 h |
Participantsdifferent | 4-10 | 3-12 | Scrum Team | 3-10 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop |
Outputdifferent | Journey Map, Pain-point List, Opportunity Backlog | Lessons learned, Action items, Event summary | Improvement actions, Team agreements | Learning Review Notes, System Factors, Improvement Actions |
Tagsno overlap | JourneyServiceService design | LearningOperationsImprovement | RetrospectiveImprovementLearning | LearningRetrospectiveIncidentOperations |